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@article{bb129325,
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@article{bb129326,
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@article{bb129327,
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@article{bb129328,
        AUTHOR = "Schachtner, R. and Poeppel, G. and Tome, A.M. and Lang, E.W.",
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@article{bb129329,
        AUTHOR = "Bielza, C. and Larranaga, P.",
        TITLE = "Discrete Bayesian Network Classifiers: A Survey",
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@article{bb129330,
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        TITLE = "Application-Oriented Estimator Selection",
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@article{bb129331,
        AUTHOR = "Kailkhura, B. and Han, Y.S. and Brahma, S. and Varshney, P.K.",
        TITLE = "Asymptotic Analysis of Distributed Bayesian Detection with Byzantine
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@article{bb129332,
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@article{bb129333,
        AUTHOR = "Steinberg, D.M. and Pizarro, O. and Williams, S.B.",
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@article{bb129334,
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@article{bb129335,
        AUTHOR = "Dai, A.M. and Storkey, A.J.",
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@article{bb129336,
        AUTHOR = "Paisley, J. and Wang, C. and Blei, D.M. and Jordan, M.I.",
        TITLE = "Nested Hierarchical Dirichlet Processes",
        JOURNAL = PAMI,
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        NUMBER = "2",
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@article{bb129337,
        AUTHOR = "Broderick, T. and Mackey, L. and Paisley, J. and Jordan, M.I.",
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@article{bb129338,
        AUTHOR = "Jampani, V. and Nowozin, S. and Loper, M. and Gehler, P.V.",
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in generative computer vision models",
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@article{bb129339,
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@inproceedings{bb129340,
        AUTHOR = "Osokin, A. and Vetrov, D.",
        TITLE = "Submodular Relaxation for MRFs with High-Order Potentials",
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        YEAR = "2012",
        PAGES = "III: 305-314",
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@inproceedings{bb129341,
        AUTHOR = "Osokin, A. and Vetrov, D. and Kolmogorov, V.",
        TITLE = "Submodular decomposition framework for inference in associative Markov
networks with global constraints",
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@article{bb129342,
        AUTHOR = "Bratieres, S. and Quadrianto, N. and Ghahramani, Z.",
        TITLE = "GPstruct: Bayesian Structured Prediction Using Gaussian Processes",
        JOURNAL = PAMI,
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        PAGES = "1514-1520",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT125495"}

@article{bb129343,
        AUTHOR = "Huemmer, C. and Maas, R. and Kellermann, W.",
        TITLE = "The NLMS Algorithm with Time-Variant Optimum Stepsize Derived from a
Bayesian Network Perspective",
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        NUMBER = "11",
        MONTH = "November",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT125496"}

@article{bb129344,
        AUTHOR = "Nurminen, H. and Ardeshiri, T. and Piche, R. and Gustafsson, F.",
        TITLE = "Robust Inference for State-Space Models with Skewed Measurement Noise",
        JOURNAL = SPLetters,
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        NUMBER = "11",
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@article{bb129345,
        AUTHOR = "Coluccia, A.",
        TITLE = "Regularized Covariance Matrix Estimation via Empirical Bayes",
        JOURNAL = SPLetters,
        VOLUME = "22",
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        NUMBER = "11",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT125498"}

@article{bb129346,
        AUTHOR = "Bordin, C.J. and Bruno, M.G.S.",
        TITLE = "Sequential Bayesian Algorithms for Identification and Blind
Equalization of Unit-Norm Channels",
        JOURNAL = SPLetters,
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        NUMBER = "11",
        MONTH = "November",
        PAGES = "2157-2161",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT125499"}

@article{bb129347,
        AUTHOR = "Zou, Y. and Pensar, J. and Roos, T.",
        TITLE = "Representing local structure in Bayesian networks by Boolean
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT125500"}

@article{bb129348,
        AUTHOR = "Ko, S. and Lim, H.K. and Kim, D.W.",
        TITLE = "Reverse engineering for causal discovery based on monotonic
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        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT125501"}

@article{bb129349,
        AUTHOR = "He, C. and Zhang, Z. and Xiong, D. and Du, J. and Liao, M.S.",
        TITLE = "Spatio-Temporal Series Remote Sensing Image Prediction Based on
Multi-Dictionary Bayesian Fusion",
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        NUMBER = "11",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT125502"}

@article{bb129350,
        AUTHOR = "Li, B.C. and Yang, Y.L.",
        TITLE = "Complexity of concept classes induced by discrete Markov networks and
Bayesian networks",
        JOURNAL = PR,
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        YEAR = "2018",
        PAGES = "31-37",
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@article{bb129351,
        AUTHOR = "Qian, S. and Zhang, T. and Xu, C.",
        TITLE = "Cross-Domain Collaborative Learning via Discriminative Nonparametric
Bayesian Model",
        JOURNAL = MultMed,
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        NUMBER = "8",
        MONTH = "August",
        PAGES = "2086-2099",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT125504"}

@article{bb129352,
        AUTHOR = "Tabar, V.R. and Eskandari, F. and Salimi, S. and Zareifard, H.",
        TITLE = "Finding a set of candidate parents using dependency criterion for the
K2 algorithm",
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@article{bb129353,
        AUTHOR = "Cozman, F.G. and Maua, D.D.",
        TITLE = "The complexity of Bayesian networks specified by propositional and
relational languages",
        JOURNAL = AI,
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@article{bb129354,
        AUTHOR = "Garcia Fernandez, A.F. and Tronarp, F. and Sarkka, S.",
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@article{bb129355,
        AUTHOR = "Wang, S.F. and Hao, L.F. and Ji, Q.A.",
        TITLE = "Knowledge-Augmented Multimodal Deep Regression Bayesian Networks for
Emotion Video Tagging",
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        MONTH = "April",
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@inproceedings{bb129356,
        AUTHOR = "Gan, Q. and Wang, S.F. and Hao, L.F. and Ji, Q.A.",
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Content Analyses",
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@inproceedings{bb129357,
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@article{bb129358,
        AUTHOR = "Hirose, O.",
        TITLE = "A Bayesian Formulation of Coherent Point Drift",
        JOURNAL = PAMI,
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@article{bb129359,
        AUTHOR = "Hirose, O.",
        TITLE = "A Bayesian Formulation of Coherent Point Drift",
        JOURNAL = PAMI,
        VOLUME = "43",
        YEAR = "2021",
        NUMBER = "9",
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@article{bb129360,
        AUTHOR = "Ye, Q.L. and Amini, A.A. and Zhou, Q.",
        TITLE = "Optimizing Regularized Cholesky Score for Order-Based Learning of
Bayesian Networks",
        JOURNAL = PAMI,
        VOLUME = "43",
        YEAR = "2021",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "3555-3572",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT125512"}

@article{bb129361,
        AUTHOR = "Taborsky, P. and Vermue, L. and Korzepa, M. and Morup, M.",
        TITLE = "The Bayesian Cut",
        JOURNAL = PAMI,
        VOLUME = "43",
        YEAR = "2021",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "4111-4124",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT125513"}

@article{bb129362,
        AUTHOR = "Petetin, Y. and Janati, Y. and Desbouvries, F.",
        TITLE = "Structured Variational Bayesian Inference for Gaussian State-Space
Models With Regime Switching",
        JOURNAL = SPLetters,
        VOLUME = "28",
        YEAR = "2021",
        PAGES = "1953-1957",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT125514"}

@article{bb129363,
        AUTHOR = "Baggenstoss, P.M.",
        TITLE = "Discriminative Alignment of Projected Belief Networks",
        JOURNAL = SPLetters,
        VOLUME = "28",
        YEAR = "2021",
        PAGES = "1963-1967",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT125515"}

@article{bb129364,
        AUTHOR = "Alencar, A.S.C. and Mattos, C.L.C. and Gomes, J.P.P. and Mesquita, D.",
        TITLE = "Bayesian Multilateration",
        JOURNAL = SPLetters,
        VOLUME = "29",
        YEAR = "2022",
        PAGES = "962-966",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT125516"}

@article{bb129365,
        AUTHOR = "Lu, Q. and Polyzos, K.D. and Li, B.C. and Giannakis, G.B.",
        TITLE = "Surrogate Modeling for Bayesian Optimization Beyond a Single Gaussian
Process",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "11283-11296",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT125517"}

@article{bb129366,
        AUTHOR = "Sharifuzzaman Sagar, A.S.M. and Tanveer, J. and Chen, Y. and Dang, L.M. and Haider, A. and Song, H.K. and Moon, H.",
        TITLE = "BayesNet: Enhancing UAV-Based Remote Sensing Scene Understanding with
Quantifiable Uncertainties",
        JOURNAL = RS,
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        YEAR = "2024",
        NUMBER = "5",
        PAGES = "925",
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@article{bb129367,
        AUTHOR = "Camara, G. and Assuncao, R. and Carvalho, A. and Simoes, R. and Souza, F. and Carlos, F. and Souza, A. and Rorato, A. and Dal'Asta, A.P.",
        TITLE = "Bayesian Inference for Post-Processing of Remote-Sensing Image
Classification",
        JOURNAL = RS,
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        YEAR = "2024",
        NUMBER = "23",
        PAGES = "4572",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT125519"}

@article{bb129368,
        AUTHOR = "Dong, Y.R. and Gao, C.",
        TITLE = "Intersecting the Markov Blankets of Endogenous and Exogenous
Variables for Causal Discovery",
        JOURNAL = PAMI,
        VOLUME = "47",
        YEAR = "2025",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "6929-6945",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT125520"}

@article{bb129369,
        AUTHOR = "Zhang, H. and Meng, K. and Lv, P. and He, S. and Xu, M.L.",
        TITLE = "A general dual-view framework for instance weighted naive Bayes",
        JOURNAL = PR,
        VOLUME = "171",
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@article{bb129370,
        AUTHOR = "Tian, N. and Shao, Y. and Ding, X.F. and Wang, L. and Zhao, W.C.",
        TITLE = "A core knowledge reasoning architecture for scene graph",
        JOURNAL = PR,
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@article{bb129371,
        AUTHOR = "Chen, L.Z. and Ban, T. and Wang, X.Y. and Lyu, D. and Chen, H.H.",
        TITLE = "Mitigating Prior Errors in Causal Structure Learning:
A Resilient Approach via Bayesian Networks",
        JOURNAL = PAMI,
        VOLUME = "47",
        YEAR = "2025",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "10990-11002",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT125523"}

@inproceedings{bb129372,
        AUTHOR = "Lee, H.J. and Song, H. and Lee, H. and Lee, G.H. and Park, S. and Yoo, D.G.",
        TITLE = "Bayesian Optimization Meets Self-Distillation",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "1696-1705",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT125524"}

@inproceedings{bb129373,
        AUTHOR = "He, C.C. and Gao, X.G. and Guo, Z.G.",
        TITLE = "Structure Learning of Bayesian Networks by Finding the Optimal
Ordering",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "177-182",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT125525"}

@inproceedings{bb129374,
        AUTHOR = "Oujaoura, M. and El Ayachi, R. and Minaoui, B. and Fakir, M. and Bencharef, O.",
        TITLE = "Grouping K-Means Adjacent Regions for Semantic Image Annotation Using
Bayesian Networks",
        BOOKTITLE = CGiV16,
        YEAR = "2016",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT125526"}

@inproceedings{bb129375,
        AUTHOR = "Osogami, T. and Katsuki, T.",
        TITLE = "A Hierarchical Bayesian Choice Model with Visibility",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
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@inproceedings{bb129376,
        AUTHOR = "Xu, Z. and Srihari, S.N.",
        TITLE = "Bayesian Network Structure Learning Using Causality",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
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@inproceedings{bb129377,
        AUTHOR = "Ruiz, E. and Sucar, L.E.",
        TITLE = "Recognizing Visual Categories with Symbol-Relational Grammars and
Bayesian Networks",
        BOOKTITLE = CIARP14,
        YEAR = "2014",
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@inproceedings{bb129378,
        AUTHOR = "Ruiz, E. and Sucar, L.E.",
        TITLE = "An Object Recognition Model Based on Visual Grammars and Bayesian
Networks",
        BOOKTITLE = PSIVT13,
        YEAR = "2013",
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@inproceedings{bb129379,
        AUTHOR = "Proenca, P.F. and Gaspar, F. and Dias, M.S.",
        TITLE = "Good Appearance and Shape Descriptors for Object Category Recognition",
        BOOKTITLE = ISVC13,
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@inproceedings{bb129380,
        AUTHOR = "Le Capitaine, H.",
        TITLE = "Set-valued Bayesian inference with probabilistic equivalence",
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@inproceedings{bb129381,
        AUTHOR = "Karayev, S. and Fritz, M. and Fidler, S. and Darrell, T.J.",
        TITLE = "A probabilistic model for recursive factorized image features",
        BOOKTITLE = CVPR11,
        YEAR = "2011",
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@inproceedings{bb129382,
        AUTHOR = "Chan, A.B. and Dong, D.X.",
        TITLE = "Generalized Gaussian process models",
        BOOKTITLE = CVPR11,
        YEAR = "2011",
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@inproceedings{bb129383,
        AUTHOR = "Filipovych, R. and Ribeiro, E.",
        TITLE = "Discovering Constrained Substructures in Bayesian Trees Using the E.M.
Algorithm",
        BOOKTITLE = ICIAR08,
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@inproceedings{bb129384,
        AUTHOR = "Ferreira, J.F. and Pinho, C. and Dias, J.",
        TITLE = "Active Exploration Using Bayesian Models for Multimodal Perception",
        BOOKTITLE = ICIAR08,
        YEAR = "2008",
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@inproceedings{bb129385,
        AUTHOR = "Tsutsui, S.",
        TITLE = "Cunning Ant System for Quadratic Assignment Problem with Local Search
and Parallelization",
        BOOKTITLE = PReMI07,
        YEAR = "2007",
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@inproceedings{bb129386,
        AUTHOR = "Gao, R.X. and Wu, T.F. and Zhu, S.C. and Sang, N.",
        TITLE = "Bayesian Inference for Layer Representation with Mixed Markov Random
Field",
        BOOKTITLE = EMMCVPR07,
        YEAR = "2007",
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@inproceedings{bb129387,
        AUTHOR = "Cruz Ramirez, N. and Acosta Mesa, H.G. and Barrientos Martinez, R.E. and Nava Fernandez, L.A.",
        TITLE = "Diagnosis of Chronic Idiopathic Inflammatory Bowel Disease Using
Bayesian Networks",
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@inproceedings{bb129388,
        AUTHOR = "Hwang, K.S. and Cho, S.B.",
        TITLE = "Interactive Learning of Scene Context Extractor Using Combination of
Bayesian Network and Logic Network",
        BOOKTITLE = ACIVS06,
        YEAR = "2006",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match575.html#TT125540"}

@inproceedings{bb129389,
        AUTHOR = "Im, S.B. and Cho, S.B.",
        TITLE = "Context-Based Scene Recognition Using Bayesian Networks with
Scale-Invariant Feature Transform",
        BOOKTITLE = ACIVS06,
        YEAR = "2006",
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@inproceedings{bb129390,
        AUTHOR = "Matos, L.N. and de Carvalho, J.M.",
        TITLE = "Combining global and local classifiers with Bayesian network",
        BOOKTITLE = ICPR06,
        YEAR = "2006",
        PAGES = "III: 1212-1215",
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@inproceedings{bb129391,
        AUTHOR = "de Carvalho, J.M. and Matos, L.N.",
        TITLE = "Combining global and local classifiers with Bayesian network",
        BOOKTITLE = ICPR06,
        YEAR = "2006",
        PAGES = "IV: 952",
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@inproceedings{bb129392,
        AUTHOR = "Palenichka, R.M. and Zaremba, M.B.",
        TITLE = "Perceptual Knowledge Extraction Using Bayesian Networks of Salient
Image Objects",
        BOOKTITLE = ICPR06,
        YEAR = "2006",
        PAGES = "III: 1216-1219",
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@inproceedings{bb129393,
        AUTHOR = "Zaremba, M.B. and Palenichka, R.M.",
        TITLE = "Perceptual Knowledge Extraction Using Bayesian Networks of Salient
Image Objects",
        BOOKTITLE = ICPR06,
        YEAR = "2006",
        PAGES = "IV: 953",
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@inproceedings{bb129394,
        AUTHOR = "Zografos, V. and Buxton, B.F.",
        TITLE = "Affine Invariant, Model-Based Object Recognition Using Robust Metrics
and Bayesian Statistics",
        BOOKTITLE = ICIAR05,
        YEAR = "2005",
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@inproceedings{bb129395,
        AUTHOR = "Zhou, Y. and Gu, L. and Zhang, H.J.",
        TITLE = "Bayesian Tangent Shape Model:
Estimating Shape and Pose Parameters Via Bayesian Inference",
        BOOKTITLE = CVPR03,
        YEAR = "2003",
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@inproceedings{bb129396,
        AUTHOR = "Grauman, K. and Shakhnarovich, G. and Darrell, T.J.",
        TITLE = "A Bayesian approach to image-based visual hull reconstruction",
        BOOKTITLE = CVPR03,
        YEAR = "2003",
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@inproceedings{bb129397,
        AUTHOR = "Kersten, D.",
        TITLE = "Object Perception: Generative Image Models and Bayesian Inference",
        BOOKTITLE = BMCV02,
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@inproceedings{bb129398,
        AUTHOR = "Garg, A. and Pavlovic, V. and Huang, T.S.",
        TITLE = "Bayesian networks as ensemble of classifiers",
        BOOKTITLE = ICPR02,
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@inproceedings{bb129399,
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        BOOKTITLE = ICPR00,
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